This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".
☆61Jul 16, 2022Updated 4 years ago
Alternatives and similar repositories for osr-ood-ad-methods
Users that are interested in osr-ood-ad-methods are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆25Dec 16, 2022Updated 3 years ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆37May 11, 2023Updated 3 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,210Mar 1, 2024Updated 2 years ago
- Source code for ICLR 2022 paper "Meta Discovery: Learning to Discover Novel Classes given Very Limited Data".☆17Jan 14, 2024Updated 2 years ago
- Code for ComEx [CVPR 2022]☆12Dec 5, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆303Oct 20, 2022Updated 4 years ago
- Background resampling for out-of-distribution detection☆13Mar 27, 2020Updated 6 years ago
- Official implementation of paper "DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition"☆38Apr 25, 2024Updated 2 years ago
- ☆92Nov 15, 2024Updated last year
- Metrics for out-of-distribution (OOD) detection performance evaluation☆51Jan 13, 2025Updated last year
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆99Jul 23, 2021Updated 5 years ago
- ☆22Jul 3, 2025Updated last year
- Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021☆76Dec 9, 2022Updated 3 years ago
- Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching☆93Sep 18, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code/Models for Defending Against Universal Attacks Through Selective Feature Regeneration, CVPR 2020☆10Jul 31, 2020Updated 6 years ago
- Official Implementation of "Domain Adaptive Few-Shot Open-Set Learning" in IEEE/CVF International Conference on Computer Vision (ICCV'23)☆17Dec 18, 2023Updated 2 years ago
- Uniformaly: Towards Task-Agnostic Unified Anomaly Detection☆17Sep 15, 2023Updated 3 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆461Oct 9, 2022Updated 4 years ago
- "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…☆35Mar 14, 2023Updated 3 years ago
- Code of the paper "Beyond calibration: estimating the grouping loss of modern neural networks" published in ICLR 2023.☆12Nov 21, 2023Updated 2 years ago
- A comprehensive collection of open world papers from top tier conferences and journals☆25Dec 27, 2024Updated last year
- ☆10May 4, 2023Updated 3 years ago
- Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations ICCV23☆31Dec 30, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆16May 25, 2022Updated 4 years ago
- ☆15Oct 27, 2023Updated 3 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆102Jun 28, 2021Updated 5 years ago
- An Adversarial Training Framework for Adversarial Robustness in Deep Learning Models☆11Nov 27, 2024Updated last year
- ☆15May 1, 2022Updated 4 years ago
- The official code release for Unsupervised Out-of-distribution Detection with Diffusion Inpainting (ICML 2023)☆29Aug 16, 2023Updated 3 years ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆131Dec 30, 2023Updated 2 years ago
- Official code of the paper "Expanding Low-Density Latent Regions for Open-Set Object Detection" (CVPR 2022)☆114Apr 7, 2022Updated 4 years ago
- PREF-SHAP☆10May 26, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Tensorflow implementation of "Defense against Universal Adversarial Perturbations"☆10Apr 16, 2018Updated 8 years ago
- The official implementation of the paper DADF for industrial VAD☆13Dec 1, 2023Updated 2 years ago
- ☆10Oct 21, 2021Updated 5 years ago
- [NeurIPS 2026] FedAgent: A Library for Decentralized Agent Learning. 🏆 Best Paper Award at the AAAI'26 TrustAgent Workshop, 🏆 Outstandi…☆21Oct 12, 2026Updated 3 weeks ago
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension☆20Feb 21, 2025Updated last year
- A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks☆235Dec 27, 2018Updated 7 years ago
- [NeurIPS2023] Official Implementation of "ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction".☆51Jul 18, 2024Updated 2 years ago